Expression data from MCF-7 and MCF-7/ADR cells
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ABSTRACT:
ORGANISM(S): Homo sapiens
SUBMITTER: Cun Wang
PROVIDER: E-GEOD-76540 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
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Project description:Currently, drug resistance of anti-cancer therapy has become the main cause of low survival rate and poor prognosis. Full understanding of drug resistance mechanisms is an urgent request for further development of anti-cancer therapy and improvement of prognosis. Here we present our N-glycoproteomics study of putative N-glycoprotein biomarkers of drug resistance in doxorubicin resistance breast cancer cell line michigan cancer foundation-7 (MCF-7/ADR) relative to parental michigan cancer foundation-7 (MCF-7) cells. Intact N-glycopeptides (IDs) from MCF-7/ADR and MCF-7 cells were enriched with zwitterionic hydrophilic interaction liquid chromatography (ZIC-HILIC), labeled with stable isotopic diethylation (SIDE), and analyzed with C18-RPLC-MS/MS (HCD with stepped normalized collision energies); these IDs were identifed with database search engine GPSeeker, and the diferentially expressed intact N-glycopeptides (DEGPs) were quantifed with GPSeekerQuan. With target-decoy searches and control of spectrum-level FDR≤1%, 322 intact N-glycopeptides were identifed; these intact N-glycopeptides come from the combination of 249 unique peptide backbones (corresponding to 234 intact N-glycoproteins) and 90 monosaccharide compositions (corresponding to 248 putative N-glycosites). The sequence structures of 165 IDs were confrmed with structure-diagnostic fragment ions. With the criteria of observation at least twice among the three technical replicates,≥1.5-fold change and p value<0.05, 20 DEGPs were quantifed, where fve of them were up-regulated and 15 of them were down-regulated; the corresponding intact N-glycoproteins as putative markers of drug resistance were discussed.
2023-12-30 | PXD036101 | Pride
Project description:Background: Cancer stem cells are presumed to have virtually unlimited proliferative and self-renewal abilities and to be highly resistant to chemotherapy, a feature that is associated with overexpression of ATP-binding cassette transporters. We investigated whether prolonged continuous selection of cells for drug resistance enriches cultures for cancer stem-like cells. Methods: Cancer stem cells were defined as CD44+/CD24– cells that could self-renew (ie, generate cells with the tumorigenic CD44+/CD24– phenotype), differentiate, invade, and form tumors in vivo. We used doxorubicin-selected MCF-7/ADR cells, weakly tumorigenic parental MCF-7 cells, and MCF-7/MDR, an MCF-7 subline with forced expression of ABCB1 protein. Cells were examined for cell surface markers and side-population fractions by microarray and flow cytometry, with in vitro invasion assays, and for ability to form mammospheres. Xenograft tumors were generated in mice to examine tumorigenicity (n = 52). The mRNA expression of multidrug resistance genes was examined in putative cancer stem cells and pathway analysis of statistically significantly differentially expressed genes was performed. All statistical tests were two-sided. Results: Pathway analysis showed that MCF-7/ADR cells express mRNAs from ABCB1 and other genes also found in breast cancer stem cells (eg, CD44, TGFB1, and SNAI1). MCF-7/ADR cells were highly invasive, formed mammospheres, and were tumorigenic in mice. In contrast to parental MCF-7 cells, more than 30% of MCF-7/ADR cells had a CD44+/CD24– phenotype, could self-renew, and differentiate (ie, produce CD44+/CD24– and CD44+/CD24+ cells), and overexpressed various multidrug resistance-linked genes (including ABCB1, CCNE1, and MMP9). MCF-7/ADR cells were statistically significantly more invasive in Matrigel than parental MCF-7 cells (MCF-7 cells = 0.82 cell per field and MCF-7/ADR = 7.51 cells per field, difference = 6.69 cells per field, 95% confidence interval = 4.82 to 8.55 cells per field, P<.001). No enrichment in the CD44+/CD24– or CD133+ population was detected in MCF-7/MDR. Conclusion: The cell population with cancer stem cell characteristics increased after prolonged continuous selection for doxorubicin resistance. PARALLEL study design with 4 samples Parental MCF-7 cell line versus Doxorubicin Resistant MCF-7 cell sublines Biological replicates: 2 parental controls, 2 drug resistant, independently grown and harvested. agent:Selection agent is multi-step doxorubicin selection: MCF7226ng, MCF7262ng biological replicate: MCF71, MCF72 biological replicate: MCF226ng, MCF7262ng
2011-09-25 | E-GEOD-24460 | biostudies-arrayexpress
Project description:Cancer stem cells (CSCs) are reported to be responsible for tumor initiation, progression, metastasis, and therapy resistance where P-glycoprotein (P-gp) as well as other glycoproteins are involved. Identification of these glycoprotein markers is critical for understanding the resistance mechanism and developing therapeutics. Here we report our comparative N-glycoproteomics study of MCF‐7/ADR vs. MCF-7 cells. With zic-HILIC enrichment, isotopic diethyl labeling, RPLC-MS/MS (HCD) analysis and GPSeeker DB search, differentially expressed N-glycosylation was quantitatively characterized at the intact N-glycopeptides levels.
2020-02-21 | PXD013836 | Pride
Project description:Chemoresistance in breast cancer has been a great interest in past studies, however, the development of rational therapeutic strategies targeting chemoresistant cells is still a challenge for clinical oncology.The resistant property of MCF7/ADR cells was confirmed by long term culture with Dox, cell viability, and PARP cleavage assays. Microarray analysis was performed to compare the global differences of gene expression between MCF-7 and MCF-7/ADR cells.
2016-01-05 | GSE76540 | GEO
Project description:Being the most malignant disease among females, breast cancer has morbidity and mortality in the first and second positions among various cancers [1]. Up to now, chemotherapy has been the most common therapy [2]; however, multidrug resistance (MDR) often occurs to give low overall survival rate. Thus, it is urgent to figure out the mechanism of chemotherapy resistance. The first step of drugs to attack tumor cells is to interact with the plasma membrane, and solute carrier (SLC) family proteins are uptake transporters [3]. On the other side, the efflux transporters (such as ATP-binding cassette, ABC) pump drug out of cancer cells [4]. The main mechanism of MDR is the upregulation of ATP-binding cassette (ABC) transporters [5]. Breast cancer resistance protein (ABCG2), multidrug resistance protein (ABCC1) and P-glycoprotein (P-gp) have been extensively studied [6,7]. Formation of CSCs [8], DNA damage [9] and cell apoptosis [10] and epithelial mesenchymal transition (EMT) are other mechanisms of MDR. To zoom in on the correlation between altered glycosylation and drug resistance and to find out the putative biomarkers, MS-based glycoprotomics is a method of choice. Here, we report our N-glycoproteomics study of differential N-glycosylation from the whole cell lysate of MCF-7/ADR CSCs (adriamycin-resistant MCF-7 CSCs) relative to MCF-7 CSCs. Intact N-glycopeptides from both cells were enriched with ZIC-HILIC, isotopically diethylated, mixed with 1:1 ratio, and the mixture was analyzed by C18-RPLC-ESI-MS/MS (HCD with stepped NCE). Differentially expressed N-glycopeptides (DEGPs) were identified and quantified with database search using GPSeeker.
2023-07-04 | PXD036095 | Pride
Project description:We investigated the differentially expressed genes between MCF-7 and MCF-7-14, and estimated the similarities of expression profiles between MCF-7-14 and MDA-MB-231. We identified genes differentially expressed between non-invasive/non-metastatic and invasive/metastatic breast cancer cells. Experiment Overall Design: We performed microarray analysis as following design: MCF-7 versus MCF-7-14 versus MDA-MB-231 cells.
2009-11-14 | E-GEOD-18903 | biostudies-arrayexpress
Project description:Homologous recombination-mediated DNA repair deficiency (HRD) predisposes to cancer development, but also provides therapeutic opportunities Here, we identified an HRD gene signature that robustly predicted HRD status Unexpectedly, concurrent loss of PTEN in BRCA1-deficient cells might extensively rewire the HR repair network and confer resistance to PARP inhibitor, partially through over-expression of TTK We used the HRD gene signature as a drug discovery tool and found several PARP-inhibitor-synergizing agents through the connectivity map Thus gene expression profiling can be used to define the functional status of the HR repair network providing prognostic and therapeutic information Various shRNAs that target genes involved in homologous recombination (HR) were transfected in MCF-10A non-transformed breast cells lines Stable HR gene knockdown MCF-10A cells were seeded 200000 at 10 cm plate Cells were harvested after 48 hours culturing and used for gene expression profiling The shRNA that target Brit1 genes was transfected in MCF-10A non-transformed breast cell line by lentiviral particles and selected stable Brit1 knockdown MCF-10A cells. Scrambled control shRNA-transfected MCF-10A cells were applying as control. Both stable Brit1 knockdown and control MCF-10A cells were seeded with 2 x 10^5 cells at 10 cm culture plate. Cells were cultured in MCF-10A medium and harvested after 48 hours culturing. mRNA was extracted from collected cells and performing gene expression profiling. Three or four biological replicates were applied.
2014-01-24 | E-GEOD-54264 | biostudies-arrayexpress
Project description:Human breast cancer cell line MCF-7 is usually sensitive to chemotherapy drug BMS-554417, an insulin receptor (IR) and insulin-like growth factor receptor (IGFR) inhibitor. However, through step-wise increase in BMS-554417 doses in culture media, we were able able to screen and select a single MCF-7 clone that is BMS-554417 resistant. It is cross resistant to BMS-536924. This new line of MCF-7 cells was named as MCF-7R4. The transcriptome profiling of both MCF-7 and MCF-7R4 was performed using Affymetrix HG-U133 plus2.0 GeneChip arrays. Five replicates of MCF-7 and five replicates of MCF-7R4 were profiled.
2009-11-05 | E-GEOD-18912 | biostudies-arrayexpress
Project description:Homologous recombination-mediated DNA repair deficiency (HRD) predisposes to cancer development, but also provides therapeutic opportunities. Here, we identified an HRD gene signature that robustly predicted HRD status. Unexpectedly, concurrent loss of PTEN in BRCA1-deficient cells might extensively rewire the HR repair network and confer resistance to PARP inhibitor, partially through over-expression of TTK. We used the HRD gene signature as a drug discovery tool and found several PARP-inhibitor-synergizing agents through the connectivity map. Thus gene expression profiling can be used to define the functional status of the HR repair network providing prognostic and therapeutic information. Various shRNAs that target genes involved in homologous recombination (HR) were transfected in MCF-10A non-transformed breast cells lines. Stable HR gene knockdown MCF-10A cells were seeded 200000 at 10 cm plate. Cells were harvested after 48 hours culturing and used for gene expression profiling. The shRNAs that target PTEN or BRCA1 genes were transfected in MCF-10A non-transformed breast cell line by lentiviral particles. Stable BRCA1 and PTEN knockdown MCF-10A cells were selected. Scrambled control shRNA-transfected MCF-10A cells were applying as control. All knockdown and control MCF-10A cells were seeded with 2 x 10^5 cells at 10 cm culture plate. Cells were cultured in MCF-10A medium and harvested after 48 hours culturing. mRNA was extracted from collected cells and performing gene expression profiling. Four biological replicates were applied. Four biological replicates were applied.
2014-01-24 | E-GEOD-54266 | biostudies-arrayexpress
Project description:Homologous recombination-mediated DNA repair deficiency (HRD) predisposes to cancer development, but also provides therapeutic opportunities. Here, we identified an HRD gene signature that robustly predicted HRD status. Unexpectedly, concurrent loss of PTEN in BRCA1-deficient cells might extensively rewire the HR repair network and confer resistance to PARP inhibitor, partially through over-expression of TTK. We used the HRD gene signature as a drug discovery tool and found several PARP-inhibitor-synergizing agents through the connectivity map. Thus gene expression profiling can be used to define the functional status of the HR repair network providing prognostic and therapeutic information. Various shRNAs that target genes involved in homologous recombination (HR) were transfected in MCF-10A non-transformed breast cells lines. Stable HR gene knockdown MCF-10A cells were seeded 200000 at 10 cm plate. Cells were harvested after 48 hours culturing and used for gene expression profiling. The shRNAs that target ATM, ATR, CHK1, CHK2, and 53BP1 genes were transfected in MCF-10A non-transformed breast cell line by lentiviral particles and selected stable ATM, ATR, CHK1, CHK2, and 53BP1 knockdown MCF-10A cells. Scrambled control shRNA-transfected and wild type MCF-10A cells were applying as control. All knockdown and control MCF-10A cells were seeded with 2 x 10^5 cells at 10 cm culture plate. Cells were cultured in MCF-10A medium and harvested after 48 hours culturing. mRNA was extracted from collected cells and performing gene expression profiling. Three biological replicates were applied.
2014-01-24 | E-GEOD-54268 | biostudies-arrayexpress